{"id":"W4206918149","doi":"10.21203/rs.3.rs-136515/v1","title":"Knowledge and Determinants of Women’s Knowledge on Vertical Transmission of HIV&amp;nbsp;and AIDS&amp;nbsp;in South Africa","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Global Affairs Canada; University of Toronto","funders":"","keywords":"Breastfeeding; Transmission (telecommunications); Medicine; Human immunodeficiency virus (HIV); Demography; Pregnancy; Logistic regression; Reproductive health; Environmental health; Pediatrics; Family medicine; Population; Sociology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009973453,0.0003159763,0.0003568405,0.001266685,0.001328758,0.00124631,0.0007256599,0.0005833294,0.006211142],"category_scores_gemma":[0.006838092,0.0005763834,0.0004960211,0.002316527,0.00101137,0.001650738,0.001371165,0.001315977,0.0003636651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00233146,"about_ca_system_score_gemma":0.002698731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2555699,"about_ca_topic_score_gemma":0.2299536,"domain_scores_codex":[0.999069,0.0002476644,0.00006000278,0.00009531963,0.00009125299,0.0004368038],"domain_scores_gemma":[0.9968337,0.001308212,0.0009224493,0.00006196295,0.0002376901,0.0006358984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001515581,0.0003027511,0.9614069,0.0001277311,0.00006962651,0.0006279846,0.02860101,0.000136482,0.0002801849,0.0005920443,0.0006733557,0.007030359],"study_design_scores_gemma":[0.00001701689,0.00009675901,0.9708022,0.0002104419,0.00003775178,0.0001400914,0.02741099,0.0001876264,0.00007196041,0.000178407,0.0008343073,0.00001236866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971787,0.0002457469,0.00001743129,0.0005217865,0.000005977612,0.00001597779,0.0002891803,9.560997e-7,0.001724347],"genre_scores_gemma":[0.9991276,0.0002240851,0.0000170042,0.00003305032,0.000003830773,0.00001571311,0.00005351882,8.73742e-7,0.000524402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2555699,"threshold_uncertainty_score":0.5081646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2838489478229297,"score_gpt":0.5274548465364106,"score_spread":0.2436058987134809,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}